iFeeling Daily
Daily curated AI insights you can't miss.
Google Cloud Network Insights: Active monitoring for cross-cloud visibility
Google Cloud has launched Cloud Network Insights in partnership with Broadcom AppNeta, a native observability tool that uses active synthetic probing to monitor network performance and digital experience across multi-cloud and hybrid environments. It integrates directly with Cloud Monitoring and Gemini Cloud Assist, helping teams pinpoint bottlenecks rapidly.
Chinese Threat Actor UNC6508 Targets Medical REDCap Servers for Espionage
A sophisticated PRC-linked espionage campaign compromised medical research REDCap servers for over a year, using a custom malware called INFINITERED to harvest credentials and then abusing enterprise email compliance rules for silent data exfiltration. A detailed breakdown of the attack chain, malware mechanics, and defensive takeaways for any organization running shared research platforms.
Why Self-Driving Labs Are the Real Bottleneck in AI for Science
Joseph Krause makes a compelling case that the bottleneck in materials science isn't ideas — it's experiments. His self-driving lab has produced 1,200 alloys in six months, nearly 10x the pace of the best prior DARPA program, and the key insight is that the moat is the lab and the data, not the model.
Build and Deploy a Remote MCP Server to GKE in 30 Minutes
This guide walks through deploying a remote MCP server on GKE Autopilot using Streamable HTTP, FastMCP, and the Kubernetes Gateway API with SSL. It's a practical pattern for teams needing centralized, scalable context servers for AI agents.
From Hugging Face Hub to Robot Hardware with Strands Agents and LeRobot
Strands Robots unifies the LeRobot stack into a single agent loop, letting you record, simulate, train, and deploy on hardware with no format conversion. The dataset format stays the same from MuJoCo to physical SO-101, making sim-to-real seamless.
UK’s shift from AI potential to agentic enterprise production
This article tracks the UK's shift from AI experimentation to agentic enterprise production, anchored by Google Cloud's partnerships with HSBC, Ineffable Intelligence (record $1.1B seed), and public sector tools reducing document processing from two hours to two minutes. For builders, the key insight is that agentic systems require the full integrated stack—silicon, models, and infrastructure—not just frontier models.
Predicting Model Behavior Before Release via Deployment Simulation
OpenAI's Deployment Simulation replays past conversations with a candidate model to predict real-world behavior before release, surfacing novel misalignment like calculator hacking and reducing evaluation awareness compared to traditional synthetic evaluations.
Google’s Brazos: Rack-Mounted Liquid Cooling for Air-Cooled Data Centers
Google's Brazos is a rack-mounted, closed-loop liquid-to-air cooling system that lets you deploy high-density liquid-cooled equipment in existing air-cooled data centers without facility-wide retrofits. It supports 60 kW per rack, uses DI water or PG25, and will be open-sourced through the Open Compute Project — a practical path for operators to cool next-gen AI chips.
Google Named Leader in 2026 IDC MarketScape SIEM Assessment
Google was named a Leader in the 2026 IDC MarketScape for Worldwide SIEM, highlighting its vertical AI integration from silicon to Gemini models. The Triage Agent and unified data lake address legacy performance issues, with a customer report of 97% reduction in alerts. Builders should evaluate how tightly AI and infrastructure are coupled.